Overview

Dataset info

Number of variables21
Number of observations16466
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory2.6 MiB
Average record size in memory168.0 B

Variables types

NUM21

Reproduction info

Date of analysis2021-06-02 05:03:14.655220
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

precip_2014-11-16_-_2014-11-23 has 9936 (60.3%) zeros Zeros
precip_2014-11-23_-_2014-11-30 has 13203 (80.2%) zeros Zeros
precip_2014-11-30_-_2014-12-07 has 13853 (84.1%) zeros Zeros
precip_2015-01-18_-_2015-01-25 has 4375 (26.6%) zeros Zeros
precip_2015-03-08_-_2015-03-15 has 13853 (84.1%) zeros Zeros
precip_2014-11-23_-_2014-11-30 is highly correlated with precip_2014-11-16_-_2014-11-23 and 2 other fieldsHigh Correlation
precip_2014-11-16_-_2014-11-23 is highly correlated with precip_2014-11-23_-_2014-11-30 and 2 other fieldsHigh Correlation
precip_2014-11-30_-_2014-12-07 is highly correlated with precip_2014-11-16_-_2014-11-23 and 2 other fieldsHigh Correlation
precip_2015-03-08_-_2015-03-15 is highly correlated with precip_2014-11-16_-_2014-11-23 and 2 other fieldsHigh Correlation
Y is highly correlated with precip_2015-02-08_-_2015-02-15High Correlation
precip_2015-02-08_-_2015-02-15 is highly correlated with YHigh Correlation

Variables

elevation
Real number (ℝ≥0)

Distinct count15925
Unique (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean592.8482061
Minimum45.54144381
Maximum2803.303645
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum45.54144381
5-th percentile74.29365952
Q1329.0638525
median623
Q3751.4348127
95-th percentile1131.066889
Maximum2803.303645
Range2757.762201
Interquartile range (IQR)422.3709602

Descriptive statistics

Standard deviation354.7903572
Coefficient of variation (CV)0.5984505873
Kurtosis3.347236819
Mean592.8482061
Median Absolute Deviation (MAD)262.381054
Skewness1.084251738
Sum9761838.562
Variance125876.1975
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 45.54144381 47.41339315 50.99246666 52.13839894 61.39057595 ... 1316.8387073 1561.92410191 1979.82463929 2445.38045955 2803.30364488], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
623 539 3.3%
 
676.705056 2 < 0.1%
 
51.38704266 2 < 0.1%
 
728.4557363 2 < 0.1%
 
365.8710239 1 < 0.1%
 
1038.043726 1 < 0.1%
 
1101.355856 1 < 0.1%
 
418.6529998 1 < 0.1%
 
278.851179 1 < 0.1%
 
736.7971904 1 < 0.1%
 
Other values (15915) 15915 96.7%
 
ValueCountFrequency (%) 
45.54144381 1 < 0.1%
 
45.61567424 1 < 0.1%
 
45.92602436 1 < 0.1%
 
46.22983195 1 < 0.1%
 
46.28010504 1 < 0.1%
 
ValueCountFrequency (%) 
2803.303645 1 < 0.1%
 
2742.222996 1 < 0.1%
 
2671.239532 1 < 0.1%
 
2653.228216 1 < 0.1%
 
2554.316306 1 < 0.1%
 

LC_Type1_mode
Real number (ℝ≥0)

Distinct count12
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.73175027
Minimum2
Maximum17
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum2
5-th percentile9
Q19
median10
Q312
95-th percentile14
Maximum17
Range15
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.026099683
Coefficient of variation (CV)0.1887948966
Kurtosis4.119473262
Mean10.73175027
Median Absolute Deviation (MAD)1.546669986
Skewness0.05522583818
Sum176709
Variance4.105079925
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 2. 4.5 6. 7.5 8.5 ... 11.5 12.5 13.5 15.5 17. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
12 6151 37.4%
 
10 4817 29.3%
 
9 4008 24.3%
 
17 542 3.3%
 
14 427 2.6%
 
11 166 1.0%
 
4 131 0.8%
 
2 122 0.7%
 
5 52 0.3%
 
13 42 0.3%
 
Other values (2) 8 < 0.1%
 
ValueCountFrequency (%) 
2 122 0.7%
 
4 131 0.8%
 
5 52 0.3%
 
7 1 < 0.1%
 
8 7 < 0.1%
 
ValueCountFrequency (%) 
17 542 3.3%
 
14 427 2.6%
 
13 42 0.3%
 
12 6151 37.4%
 
11 166 1.0%
 

precip_2014-11-16_-_2014-11-23
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count204
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.610759686
Minimum0
Maximum19.35496932
Zeros9936
Zeros (%)60.3%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31.261847526
95-th percentile16.95656294
Maximum19.35496932
Range19.35496932
Interquartile range (IQR)1.261847526

Descriptive statistics

Standard deviation4.225461456
Coefficient of variation (CV)2.623272417
Kurtosis11.37509787
Mean1.610759686
Median Absolute Deviation (MAD)2.155345804
Skewness3.54568153
Sum26522.769
Variance17.85452451
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 1.52223186e-02 1.09960603e-01 1.13525642e-01 1.31985843e-01 ... 1.88654283e+01 1.88684451e+01 1.88714883e+01 1.91143649e+01 1.93549693e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 9936 60.3%
 
1.261847526 576 3.5%
 
19.35496932 576 3.5%
 
1.231162906 576 3.5%
 
2.118857741 576 3.5%
 
2.419763088 576 3.5%
 
1.454226315 576 3.5%
 
2.941324592 507 3.1%
 
0.9590060711 366 2.2%
 
1.639047712 294 1.8%
 
Other values (194) 1907 11.6%
 
ValueCountFrequency (%) 
0 9936 60.3%
 
0.0304446372 1 < 0.1%
 
0.0392090097 1 < 0.1%
 
0.0458441904 1 < 0.1%
 
0.0459906575 2 < 0.1%
 
ValueCountFrequency (%) 
19.35496932 576 3.5%
 
18.8737604 1 < 0.1%
 
18.86921613 3 < 0.1%
 
18.86767406 18 0.1%
 
18.86318252 1 < 0.1%
 

precip_2014-11-23_-_2014-11-30
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count90
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.502057671
Minimum0
Maximum41.02385807
Zeros13203
Zeros (%)80.2%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile31.15553057
Maximum41.02385807
Range41.02385807
Interquartile range (IQR)0

Descriptive statistics

Standard deviation8.631845869
Coefficient of variation (CV)3.449898846
Kurtosis13.33557986
Mean2.502057671
Median Absolute Deviation (MAD)4.189406877
Skewness3.831675716
Sum41198.8816
Variance74.50876311
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.06755774 0.27664599 0.27864939 0.34057148 ... 39.00962426 39.02203701 39.03455824 40.03388254 41.02385807], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 13203 80.2%
 
0.6977274716 576 3.5%
 
41.02385807 576 3.5%
 
4.049942017 576 3.5%
 
2.963214636 576 3.5%
 
31.15553057 230 1.4%
 
3.479124129 228 1.4%
 
22.95223773 96 0.6%
 
12.3661958 23 0.1%
 
2.069970364 19 0.1%
 
Other values (80) 363 2.2%
 
ValueCountFrequency (%) 
0 13203 80.2%
 
0.1351154786 1 < 0.1%
 
0.1854718595 1 < 0.1%
 
0.1928543817 1 < 0.1%
 
0.2569409102 1 < 0.1%
 
ValueCountFrequency (%) 
41.02385807 576 3.5%
 
39.04390701 1 < 0.1%
 
39.02520946 3 < 0.1%
 
39.01886455 18 0.1%
 
39.00038398 1 < 0.1%
 

precip_2014-11-30_-_2014-12-07
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count78
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1620759
Minimum0
Maximum22.02080324
Zeros13853
Zeros (%)84.1%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile12.8820127
Maximum22.02080324
Range22.02080324
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4.396675948
Coefficient of variation (CV)3.783467112
Kurtosis16.01706515
Mean1.1620759
Median Absolute Deviation (MAD)2.010460158
Skewness4.144926114
Sum19134.74177
Variance19.3307594
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.0316776 0.06376593 0.25249188 0.27258223 ... 20.15547592 20.16697103 20.1785666 21.10401375 22.02080324], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 13853 84.1%
 
1.390711129 576 3.5%
 
22.02080324 576 3.5%
 
0.9246889204 576 3.5%
 
12.8820127 230 1.4%
 
0.259180367 228 1.4%
 
7.955286115 96 0.6%
 
5.28096357 23 0.1%
 
0.4520701389 18 0.1%
 
20.1640331 18 0.1%
 
Other values (68) 272 1.7%
 
ValueCountFrequency (%) 
0 13853 84.1%
 
0.0633552008 7 < 0.1%
 
0.063556969 1 < 0.1%
 
0.0639749007 1 < 0.1%
 
0.1232275684 1 < 0.1%
 
ValueCountFrequency (%) 
22.02080324 576 3.5%
 
20.18722425 1 < 0.1%
 
20.16990895 3 < 0.1%
 
20.1640331 18 0.1%
 
20.14691875 1 < 0.1%
 

precip_2014-12-07_-_2014-12-14
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.270609557
Minimum1.411452293
Maximum18.87067464
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum1.411452293
5-th percentile2.417890191
Q15.548440169
median7.941821545
Q310.88723505
95-th percentile17.08379755
Maximum18.87067464
Range17.45922235
Interquartile range (IQR)5.338794877

Descriptive statistics

Standard deviation4.263374521
Coefficient of variation (CV)0.5154849219
Kurtosis-0.3596390004
Mean8.270609557
Median Absolute Deviation (MAD)3.384947863
Skewness0.5404822287
Sum136183.857
Variance18.17636231
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1.41145229 1.48998009 1.56960334 1.63630315 1.81114218 ... 17.2541434 17.99766721 18.41207663 18.84200631 18.87067464], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5.581821606 576 3.5%
 
1.701401964 576 3.5%
 
9.61806161 576 3.5%
 
7.968217924 576 3.5%
 
2.6232104 576 3.5%
 
8.410151541 576 3.5%
 
7.190788031 576 3.5%
 
6.327858642 576 3.5%
 
13.89250168 576 3.5%
 
9.23592639 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
1.411452293 96 0.6%
 
1.568507889 3 < 0.1%
 
1.570698796 3 < 0.1%
 
1.571204341 18 0.1%
 
1.701401964 576 3.5%
 
ValueCountFrequency (%) 
18.87067464 18 0.1%
 
18.81333797 2 < 0.1%
 
18.81079834 2 < 0.1%
 
18.01335491 366 2.2%
 
17.9977519 1 < 0.1%
 

precip_2014-12-14_-_2014-12-21
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.892459176
Minimum3.580341548
Maximum23.0443397
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum3.580341548
5-th percentile4.279658142
Q15.905439515
median8.618389606
Q310.9606683
95-th percentile15.80882052
Maximum23.0443397
Range19.46399815
Interquartile range (IQR)5.055228781

Descriptive statistics

Standard deviation3.760051675
Coefficient of variation (CV)0.4228359782
Kurtosis1.201777202
Mean8.892459176
Median Absolute Deviation (MAD)2.90403012
Skewness1.072731296
Sum146423.2328
Variance14.1379886
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 3.58034155 3.7671793 3.95578144 3.96109148 4.09664689 ... 21.86469819 21.87908419 22.07731228 22.65962439 23.0443397 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9.924514651 576 3.5%
 
10.9606683 576 3.5%
 
5.293520652 576 3.5%
 
7.759917811 576 3.5%
 
13.30389504 576 3.5%
 
8.8535612 576 3.5%
 
13.17307771 576 3.5%
 
10.17568578 576 3.5%
 
8.631158136 576 3.5%
 
6.265551031 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
3.580341548 576 3.5%
 
3.954017048 1 < 0.1%
 
3.95754583 5 < 0.1%
 
3.958743304 17 0.1%
 
3.963439647 1 < 0.1%
 
ValueCountFrequency (%) 
23.0443397 18 0.1%
 
22.27490907 188 1.1%
 
21.87971549 1 < 0.1%
 
21.87845289 2 < 0.1%
 
21.86690083 2 < 0.1%
 

precip_2014-12-21_-_2014-12-28
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.572820625
Minimum1.254097551
Maximum21.75782774
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum1.254097551
5-th percentile4.269462064
Q16.179885089
median8.786780059
Q312.67077452
95-th percentile18.23718056
Maximum21.75782774
Range20.50373019
Interquartile range (IQR)6.49088943

Descriptive statistics

Standard deviation4.523767479
Coefficient of variation (CV)0.4725636942
Kurtosis-0.6651799043
Mean9.572820625
Median Absolute Deviation (MAD)3.833737486
Skewness0.4148921455
Sum157626.0644
Variance20.4644722
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1.25409755 1.59102265 1.93776518 1.95090249 3.84582118 ... 18.57843065 18.87457807 19.39780616 20.81683546 21.75782774], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6.616071314 576 3.5%
 
7.460989654 576 3.5%
 
1.254097551 576 3.5%
 
6.32933861 576 3.5%
 
4.269462064 576 3.5%
 
4.697349012 576 3.5%
 
18.07577637 576 3.5%
 
10.91216245 576 3.5%
 
12.67077452 576 3.5%
 
4.424543172 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
1.254097551 576 3.5%
 
1.927947744 4 < 0.1%
 
1.947582607 10 0.1%
 
1.949791159 9 0.1%
 
1.952013822 1 < 0.1%
 
ValueCountFrequency (%) 
21.75782774 23 0.1%
 
19.87584317 2 < 0.1%
 
19.86986861 4 < 0.1%
 
19.67178506 1 < 0.1%
 
19.66687085 2 < 0.1%
 

precip_2014-12-28_-_2015-01-04
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.92503631
Minimum7.462998539
Maximum62.43343218
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum7.462998539
5-th percentile8.191258192
Q111.61705674
median18.38153934
Q331.30469945
95-th percentile51.31960133
Maximum62.43343218
Range54.97043364
Interquartile range (IQR)19.68764271

Descriptive statistics

Standard deviation13.69045053
Coefficient of variation (CV)0.5971833739
Kurtosis0.4558437629
Mean22.92503631
Median Absolute Deviation (MAD)10.97445387
Skewness1.026609414
Sum377483.6479
Variance187.4284357
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 7.46299854 7.61950067 7.77650121 7.8297201 8.01089819 ... 58.67709565 61.65599213 61.671307 62.06179134 62.43343218], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
24.23369044 576 3.5%
 
23.51625109 576 3.5%
 
19.69505912 576 3.5%
 
18.38153934 576 3.5%
 
31.30469945 576 3.5%
 
14.54206672 576 3.5%
 
26.48710687 576 3.5%
 
34.3061884 576 3.5%
 
8.929559514 576 3.5%
 
8.191258192 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
7.462998539 366 2.2%
 
7.776002791 2 < 0.1%
 
7.77699962 2 < 0.1%
 
7.799504816 18 0.1%
 
7.827740404 1 < 0.1%
 
ValueCountFrequency (%) 
62.43343218 188 1.1%
 
61.6901505 9 0.1%
 
61.68538588 2 < 0.1%
 
61.65722812 11 0.1%
 
61.65475614 2 < 0.1%
 

precip_2015-01-04_-_2015-01-11
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.11321003
Minimum15.6481545
Maximum51.19742039
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum15.6481545
5-th percentile17.56068082
Q123.48387864
median26.08558595
Q333.5874341
95-th percentile43.89824104
Maximum51.19742039
Range35.54926589
Interquartile range (IQR)10.10355546

Descriptive statistics

Standard deviation7.794290608
Coefficient of variation (CV)0.2772465541
Kurtosis0.2037839438
Mean28.11321003
Median Absolute Deviation (MAD)6.260095418
Skewness0.8721924527
Sum462912.1164
Variance60.75096608
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[15.6481545 16.34413266 17.04232029 17.04675327 17.31260597 ... 47.59395768 47.59712855 48.44608998 49.89589153 51.19742039], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
23.48387864 576 3.5%
 
33.90393068 576 3.5%
 
17.56068082 576 3.5%
 
19.82904008 576 3.5%
 
25.05765283 576 3.5%
 
26.08558595 576 3.5%
 
20.40190881 576 3.5%
 
23.90838328 576 3.5%
 
30.822844 576 3.5%
 
15.6481545 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
15.6481545 576 3.5%
 
17.04011083 1 < 0.1%
 
17.04452974 13 0.1%
 
17.0489768 2 < 0.1%
 
17.06006305 1 < 0.1%
 
ValueCountFrequency (%) 
51.19742039 3 < 0.1%
 
48.59436268 294 1.8%
 
48.29781729 2 < 0.1%
 
48.292434 2 < 0.1%
 
48.2886122 1 < 0.1%
 

precip_2015-01-11_-_2015-01-18
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean58.85920794
Minimum30.44946781
Maximum105.2758913
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum30.44946781
5-th percentile32.74826011
Q145.97260055
median55.50111493
Q369.31153953
95-th percentile91.96587059
Maximum105.2758913
Range74.8264235
Interquartile range (IQR)23.33893898

Descriptive statistics

Standard deviation16.80783774
Coefficient of variation (CV)0.2855600394
Kurtosis0.1193871269
Mean58.85920794
Median Absolute Deviation (MAD)13.30179275
Skewness0.7106155449
Sum969175.718
Variance282.5034095
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 30.44946781 30.91501672 31.382053 31.42646182 31.83610385 ... 101.41921009 101.60505229 101.61090595 103.44369456 105.2758913 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
71.22260028 576 3.5%
 
41.32101655 576 3.5%
 
80.47023198 576 3.5%
 
44.37159705 576 3.5%
 
55.81370383 576 3.5%
 
69.31153953 576 3.5%
 
91.96587059 576 3.5%
 
52.23793277 576 3.5%
 
55.50111493 576 3.5%
 
66.86133114 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
30.44946781 507 3.1%
 
31.38056562 8 < 0.1%
 
31.38354038 2 < 0.1%
 
31.3865342 2 < 0.1%
 
31.42180699 9 0.1%
 
ValueCountFrequency (%) 
105.2758913 230 1.4%
 
101.6114978 5 < 0.1%
 
101.6103141 5 < 0.1%
 
101.5997905 1 < 0.1%
 
101.2386297 228 1.4%
 

precip_2015-01-18_-_2015-01-25
Real number (ℝ≥0)

ZEROS
Distinct count272
Unique (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.251173239
Minimum0
Maximum11.1036582
Zeros4375
Zeros (%)26.6%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.5021640062
Q31.195866376
95-th percentile7.18043448
Maximum11.1036582
Range11.1036582
Interquartile range (IQR)1.195866376

Descriptive statistics

Standard deviation1.969922993
Coefficient of variation (CV)1.57446062
Kurtosis5.71982647
Mean1.251173239
Median Absolute Deviation (MAD)1.26998679
Skewness2.48962818
Sum20601.81855
Variance3.880596599
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.02121051 0.04248879 0.04386632 0.04400625 ... 7.93652668 9.39660556 10.71202205 10.91644283 11.1036582 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4375 26.6%
 
3.174973965 576 3.5%
 
8.081813693 576 3.5%
 
0.5021640062 576 3.5%
 
1.195866376 576 3.5%
 
0.8210353851 576 3.5%
 
0.4698958993 576 3.5%
 
0.2598890662 576 3.5%
 
0.8716772795 576 3.5%
 
1.45099628 576 3.5%
 
Other values (262) 6907 41.9%
 
ValueCountFrequency (%) 
0 4375 26.6%
 
0.0424210262 1 < 0.1%
 
0.0425565566 5 < 0.1%
 
0.0437965833 9 0.1%
 
0.0439360629 8 < 0.1%
 
ValueCountFrequency (%) 
11.1036582 31 0.2%
 
10.72922747 4 < 0.1%
 
10.71264667 3 < 0.1%
 
10.71139743 1 < 0.1%
 
8.081813693 576 3.5%
 

precip_2015-01-25_-_2015-02-01
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34.65317745
Minimum14.96438259
Maximum53.01424286
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum14.96438259
5-th percentile23.32395419
Q130.03745025
median34.36372912
Q336.71538587
95-th percentile49.27419429
Maximum53.01424286
Range38.04986027
Interquartile range (IQR)6.677935615

Descriptive statistics

Standard deviation7.456421588
Coefficient of variation (CV)0.2151728106
Kurtosis0.7462357462
Mean34.65317745
Median Absolute Deviation (MAD)5.40099602
Skewness0.3193315451
Sum570599.2199
Variance55.5982229
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[14.96438259 15.12393339 15.28813324 15.29330521 16.49110595 ... 49.54596993 50.87946664 50.8928822 51.95524883 53.01424286], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
53.01424286 576 3.5%
 
49.27419429 576 3.5%
 
34.36372912 576 3.5%
 
30.03745025 576 3.5%
 
32.31372696 576 3.5%
 
36.71538587 576 3.5%
 
35.88654223 576 3.5%
 
33.9972024 576 3.5%
 
25.80237103 576 3.5%
 
40.0643308 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
14.96438259 228 1.4%
 
15.2834842 1 < 0.1%
 
15.29278228 5 < 0.1%
 
15.29382814 5 < 0.1%
 
17.68838376 96 0.6%
 
ValueCountFrequency (%) 
53.01424286 576 3.5%
 
50.89625479 6 < 0.1%
 
50.88950961 3 < 0.1%
 
50.88284981 8 < 0.1%
 
50.87608348 7 < 0.1%
 

precip_2015-02-01_-_2015-02-08
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.31488828
Minimum13.26128015
Maximum44.34131233
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum13.26128015
5-th percentile14.96616435
Q122.26241703
median26.51267472
Q334.88023973
95-th percentile40.72463801
Maximum44.34131233
Range31.08003218
Interquartile range (IQR)12.61782269

Descriptive statistics

Standard deviation8.047223187
Coefficient of variation (CV)0.2842046597
Kurtosis-0.9598859643
Mean28.31488828
Median Absolute Deviation (MAD)6.94315514
Skewness0.1479836759
Sum466232.9503
Variance64.75780102
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[13.26128015 13.28609472 13.31163235 13.31243673 13.56429055 ... 43.92323765 44.28665136 44.28772813 44.31518267 44.34131233], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
30.42118177 576 3.5%
 
27.28401613 576 3.5%
 
37.31103013 576 3.5%
 
33.68699259 576 3.5%
 
43.55991083 576 3.5%
 
18.71528819 576 3.5%
 
26.27675277 576 3.5%
 
36.94684586 576 3.5%
 
40.0872511 576 3.5%
 
32.94261695 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
13.26128015 228 1.4%
 
13.31090929 1 < 0.1%
 
13.3123554 5 < 0.1%
 
13.31251806 5 < 0.1%
 
13.81606305 230 1.4%
 
ValueCountFrequency (%) 
44.34131233 188 1.1%
 
44.289053 9 0.1%
 
44.288718 2 < 0.1%
 
44.28673826 11 0.1%
 
44.28656446 2 < 0.1%
 

precip_2015-02-08_-_2015-02-15
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.487909
Minimum0.4590671062
Maximum28.55992328
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum0.4590671062
5-th percentile1.63218087
Q15.090802125
median14.09201217
Q318.6819264
95-th percentile23.22976375
Maximum28.55992328
Range28.10085617
Interquartile range (IQR)13.59112427

Descriptive statistics

Standard deviation7.064435378
Coefficient of variation (CV)0.5657020227
Kurtosis-1.277874795
Mean12.487909
Median Absolute Deviation (MAD)6.234436825
Skewness-0.1323747984
Sum205625.9095
Variance49.90624721
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.45906711 0.61906213 0.89309574 0.89584055 1.28638102 ... 23.32152354 23.5706707 25.5565656 27.97435714 28.55992328], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
11.18307835 576 3.5%
 
18.64387596 576 3.5%
 
20.63421726 576 3.5%
 
7.39102447 576 3.5%
 
18.6819264 576 3.5%
 
2.749004602 576 3.5%
 
4.440631956 576 3.5%
 
17.39904037 576 3.5%
 
15.29546149 576 3.5%
 
23.22976375 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
0.4590671062 221 1.3%
 
0.7790571451 18 0.1%
 
0.8606868055 2 < 0.1%
 
0.8643024503 2 < 0.1%
 
0.8924057086 3 < 0.1%
 
ValueCountFrequency (%) 
28.55992328 64 0.4%
 
27.388791 4 < 0.1%
 
27.38507312 11 0.1%
 
23.72805807 230 1.4%
 
23.41328333 4 < 0.1%
 

precip_2015-02-15_-_2015-02-22
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.802583705
Minimum0.2790015042
Maximum15.71500784
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum0.2790015042
5-th percentile0.6718616699
Q11.654154956
median3.301029146
Q35.120275974
95-th percentile7.773903251
Maximum15.71500784
Range15.43600634
Interquartile range (IQR)3.466121018

Descriptive statistics

Standard deviation2.674434309
Coefficient of variation (CV)0.7033202992
Kurtosis4.014182426
Mean3.802583705
Median Absolute Deviation (MAD)2.033541676
Skewness1.522268371
Sum62613.34329
Variance7.152598875
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.2790015 0.33222361 0.38561575 0.39069262 0.42302961 ... 11.71791326 15.07691309 15.08694648 15.40548662 15.71500784], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.516344816 576 3.5%
 
1.025792599 576 3.5%
 
1.870595872 576 3.5%
 
3.205102444 576 3.5%
 
4.937021494 576 3.5%
 
1.382196114 576 3.5%
 
6.936358929 576 3.5%
 
3.301029146 576 3.5%
 
3.612168014 576 3.5%
 
4.063134193 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
0.2790015042 201 1.2%
 
0.3854457135 9 0.1%
 
0.3857857909 1 < 0.1%
 
0.3861280482 2 < 0.1%
 
0.3901604759 8 < 0.1%
 
ValueCountFrequency (%) 
15.71500784 228 1.4%
 
15.09596541 1 < 0.1%
 
15.07792755 5 < 0.1%
 
15.07589863 5 < 0.1%
 
11.72218754 1 < 0.1%
 

precip_2015-02-22_-_2015-03-01
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.07228545
Minimum6.728685319
Maximum36.9649925
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum6.728685319
5-th percentile9.369763076
Q113.76995692
median15.54950784
Q319.8364493
95-th percentile28.94034295
Maximum36.9649925
Range30.23630718
Interquartile range (IQR)6.066492379

Descriptive statistics

Standard deviation6.074925893
Coefficient of variation (CV)0.3558355388
Kurtosis1.818113744
Mean17.07228545
Median Absolute Deviation (MAD)4.548888397
Skewness1.202122443
Sum281112.2523
Variance36.9047246
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 6.72868532 6.8307315 7.09331923 7.25469706 7.26373073 ... 34.89092042 36.32112819 36.32316898 36.64458932 36.9649925 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
28.94034295 576 3.5%
 
19.20028093 576 3.5%
 
6.932777673 576 3.5%
 
14.09453839 576 3.5%
 
15.16596133 576 3.5%
 
19.8364493 576 3.5%
 
11.44473872 576 3.5%
 
21.23386657 576 3.5%
 
14.01232332 576 3.5%
 
14.47657232 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
6.728685319 96 0.6%
 
6.932777673 576 3.5%
 
7.253860794 1 < 0.1%
 
7.255533327 2 < 0.1%
 
7.262882795 5 < 0.1%
 
ValueCountFrequency (%) 
36.9649925 294 1.8%
 
36.32418613 3 < 0.1%
 
36.32215183 4 < 0.1%
 
36.32010456 1 < 0.1%
 
34.89237917 2 < 0.1%
 

precip_2015-03-01_-_2015-03-08
Real number (ℝ≥0)

Distinct count331
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.110948566
Minimum3.283425033
Maximum25.71164876
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum3.283425033
5-th percentile4.109080195
Q15.538848102
median8.235819042
Q311.3086499
95-th percentile18.73058629
Maximum25.71164876
Range22.42822373
Interquartile range (IQR)5.769801796

Descriptive statistics

Standard deviation4.57220105
Coefficient of variation (CV)0.5018358974
Kurtosis0.7979463111
Mean9.110948566
Median Absolute Deviation (MAD)3.639429918
Skewness1.049175302
Sum150020.8791
Variance20.90502244
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 3.28342503 3.29134875 3.29928943 3.30189447 3.32155508 ... 22.93478623 24.58621968 24.6239765 25.64103464 25.71164876], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
18.73058629 576 3.5%
 
8.1303069 576 3.5%
 
12.35189411 576 3.5%
 
8.235819042 576 3.5%
 
8.459776819 576 3.5%
 
7.45578137 576 3.5%
 
10.69846249 576 3.5%
 
11.3086499 576 3.5%
 
5.538848102 576 3.5%
 
14.66483545 576 3.5%
 
Other values (321) 10706 65.0%
 
ValueCountFrequency (%) 
3.283425033 188 1.1%
 
3.299272463 5 < 0.1%
 
3.299306392 2 < 0.1%
 
3.299322772 11 0.1%
 
3.304466158 507 3.1%
 
ValueCountFrequency (%) 
25.71164876 96 0.6%
 
25.57042051 1 < 0.1%
 
25.56908972 2 < 0.1%
 
25.56777571 1 < 0.1%
 
25.00999096 23 0.1%
 

precip_2015-03-08_-_2015-03-15
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count76
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.330641003
Minimum0
Maximum4.953321397
Zeros13853
Zeros (%)84.1%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2.493682981
Maximum4.953321397
Range4.953321397
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.008489683
Coefficient of variation (CV)3.050104717
Kurtosis11.41480552
Mean0.330641003
Median Absolute Deviation (MAD)0.5576440759
Skewness3.488118589
Sum5444.334756
Variance1.017051441
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.03805955 0.13802124 0.13889409 0.2158895 ... 4.70634301 4.88576315 4.8869038 4.92016539 4.9533214 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 13853 84.1%
 
0.4134054184 576 3.5%
 
4.527029932 576 3.5%
 
1.232808828 576 3.5%
 
2.493682981 230 1.4%
 
1.639906883 228 1.4%
 
4.953321397 96 0.6%
 
1.552511632 23 0.1%
 
4.113905472 18 0.1%
 
1.315520814 17 0.1%
 
Other values (66) 273 1.7%
 
ValueCountFrequency (%) 
0 13853 84.1%
 
0.0761190929 1 < 0.1%
 
0.0837276797 1 < 0.1%
 
0.1092362253 1 < 0.1%
 
0.1378018061 4 < 0.1%
 
ValueCountFrequency (%) 
4.953321397 96 0.6%
 
4.887009392 1 < 0.1%
 
4.886798207 2 < 0.1%
 
4.885870216 5 < 0.1%
 
4.885656085 16 0.1%
 

X
Real number (ℝ≥0)

Distinct count161
Unique (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.07765578
Minimum34.26
Maximum35.86
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum34.26
5-th percentile34.48
Q134.76
median35.05
Q335.39
95-th percentile35.74
Maximum35.86
Range1.6
Interquartile range (IQR)0.63

Descriptive statistics

Standard deviation0.3923950234
Coefficient of variation (CV)0.01118646656
Kurtosis-0.9540857426
Mean35.07765578
Median Absolute Deviation (MAD)0.3303850174
Skewness0.1415075662
Sum577588.68
Variance0.1539738544
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[34.26 34.335 34.405 34.435 34.585 ... 35.175 35.285 35.815 35.845 35.86 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
35.12 144 0.9%
 
34.97 144 0.9%
 
35.03 144 0.9%
 
35.07 144 0.9%
 
35.1 144 0.9%
 
34.93 144 0.9%
 
35 144 0.9%
 
34.99 144 0.9%
 
35.09 144 0.9%
 
34.86 144 0.9%
 
Other values (151) 15026 91.3%
 
ValueCountFrequency (%) 
34.26 9 0.1%
 
34.27 14 0.1%
 
34.28 15 0.1%
 
34.29 16 0.1%
 
34.3 17 0.1%
 
ValueCountFrequency (%) 
35.86 11 0.1%
 
35.85 27 0.2%
 
35.84 43 0.3%
 
35.83 59 0.4%
 
35.82 68 0.4%
 

Y
Real number (ℝ)

HIGH CORRELATION
Distinct count144
Unique (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-15.81380238
Minimum-16.64
Maximum-15.21
Zeros0
Zeros (%)0.0%
Memory size128.8 KiB
Mini histogram

Quantile statistics

Minimum-16.64
5-th percentile-16.45
Q1-16.07
median-15.8
Q3-15.52
95-th percentile-15.27
Maximum-15.21
Range1.43
Interquartile range (IQR)0.55

Descriptive statistics

Standard deviation0.3597890728
Coefficient of variation (CV)-0.02275158524
Kurtosis-0.8170267119
Mean-15.81380238
Median Absolute Deviation (MAD)0.3011185956
Skewness-0.2504305906
Sum-260390.07
Variance0.1294481769
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-16.64 -16.635 -16.505 -16.295 -16.135 -16.025 -15.705 -15.355 -15.215 -15.21 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-15.87 158 1.0%
 
-15.84 158 1.0%
 
-15.85 158 1.0%
 
-15.86 158 1.0%
 
-15.83 158 1.0%
 
-15.79 157 1.0%
 
-15.89 157 1.0%
 
-15.81 157 1.0%
 
-15.91 157 1.0%
 
-15.8 157 1.0%
 
Other values (134) 14891 90.4%
 
ValueCountFrequency (%) 
-16.64 36 0.2%
 
-16.63 34 0.2%
 
-16.62 33 0.2%
 
-16.61 34 0.2%
 
-16.6 35 0.2%
 
ValueCountFrequency (%) 
-15.21 123 0.7%
 
-15.22 123 0.7%
 
-15.23 123 0.7%
 
-15.24 122 0.7%
 
-15.25 122 0.7%
 

Correlations

Missing values

Sample

First rows

elevationLC_Type1_modeprecip_2014-11-16_-_2014-11-23precip_2014-11-23_-_2014-11-30precip_2014-11-30_-_2014-12-07precip_2014-12-07_-_2014-12-14precip_2014-12-14_-_2014-12-21precip_2014-12-21_-_2014-12-28precip_2014-12-28_-_2015-01-04precip_2015-01-04_-_2015-01-11precip_2015-01-11_-_2015-01-18precip_2015-01-18_-_2015-01-25precip_2015-01-25_-_2015-02-01precip_2015-02-01_-_2015-02-08precip_2015-02-08_-_2015-02-15precip_2015-02-15_-_2015-02-22precip_2015-02-22_-_2015-03-01precip_2015-03-01_-_2015-03-08precip_2015-03-08_-_2015-03-15XY
0887.76422290.00.00.014.84402514.55282312.23776657.45136130.12704730.4494681.52182929.38999532.8783188.1798040.96398116.6590973.3044660.034.26-15.91
1743.40391290.00.00.014.84402514.55282312.23776657.45136130.12704730.4494681.52182929.38999532.8783188.1798040.96398116.6590973.3044660.034.26-15.90
2565.72834390.00.00.014.84402514.55282312.23776657.45136130.12704730.4494681.52182929.38999532.8783188.1798040.96398116.6590973.3044660.034.26-15.89
3443.392774100.00.00.014.84402514.55282312.23776657.45136130.12704730.4494681.52182929.38999532.8783188.1798040.96398116.6590973.3044660.034.26-15.88
4437.443428100.00.00.014.84402514.55282312.23776657.45136130.12704730.4494681.52182929.38999532.8783188.1798040.96398116.6590973.3044660.034.26-15.87
5405.631747100.00.00.014.84402514.55282312.23776657.45136130.12704730.4494681.52182929.38999532.8783188.1798040.96398116.6590973.3044660.034.26-15.86
6389.261362100.00.00.014.84402514.55282312.23776657.45136130.12704730.4494681.52182929.38999532.8783188.1798040.96398116.6590973.3044660.034.26-15.85
7383.123454100.00.00.014.84402514.55282312.23776657.45136130.12704730.4494681.52182929.38999532.8783188.1798040.96398116.6590973.3044660.034.26-15.84
8382.920492100.00.00.014.84402514.55282312.23776657.45136130.12704730.4494681.52182929.38999532.8783188.1798040.96398116.6590973.3044660.034.26-15.83
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Last rows

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